基于深度学习的语音识别技术现状与展望

[1] Nonrecurrent Neural Structure for Long-Term Dependence [J]. IEEE-ACM TRANSACTIONS ON AUDIO SPEECH AND LANGUAGE PROCESSING, 2017, 25 (04) : 871 - 884

[2] Very Deep Convolutional Neural Networks for Noise Robust Speech Recognition [J]. IEEE-ACM TRANSACTIONS ON AUDIO SPEECH AND LANGUAGE PROCESSING, 2016, 24 (12) : 2263 - 2276

[3] Speaker adaptive training of deep neural network acoustic models using i-vectors[J] . Yajie Miao,Hao Zhang,Florian Metze.IEEE/ACM Transactions on Audio, Speech and Langua . 2015 (11)

[4] Deep Convolutional Neural Networks for Large-scale Speech Tasks[J] . Tara N. Sainath,Brian Kingsbury,George Saon,Hagen Soltau,Abdel-rahman Mohamed,George Dahl,Bhuvana Ramabhadran.Neural Networks . 2015

[5] Fast Adaptation of Deep Neural Network Based on Discriminant Codes for Speech Recognition [J]. IEEE-ACM TRANSACTIONS ON AUDIO SPEECH AND LANGUAGE PROCESSING, 2014, 22 (12) : 1713 - 1725

[6] A fast learning algorithm for deep belief nets [J]. NEURAL COMPUTATION, 2006, 18 (07) : 1527 - 1554

[7] Linear hidden transformations for adaptation of hybrid ANN/HMM models[J] . Roberto Gemello,Franco Mana,Stefano Scanzio,Pietro Laface,Renato De Mori.Speech Communication . 2006 (10)

[8] Long short-term memory [J]. NEURAL COMPUTATION, 1997, 9 (08) : 1735 - 1780

[9] Improving deep neural networks for LVCSR using rectified linear units and dropout .2 Dahl G E,Sainath T N,Hinton G E. IEEE International Conference on Acoustics,Speech and Signal Processing . 2013

[10] Rapid adaptation for deep neural networks through multi-task learning .2 Z. Huang,J. Li,S. M. Siniscalchi,I.-F. Chen,J. Wu,C.-H. Lee. INTERSPEECH . 2015

[1] Nonrecurrent Neural Structure for Long-Term Dependence [J]. IEEE-ACM TRANSACTIONS ON AUDIO SPEECH AND LANGUAGE PROCESSING, 2017, 25 (04) : 871 - 884

[2] Very Deep Convolutional Neural Networks for Noise Robust Speech Recognition [J]. IEEE-ACM TRANSACTIONS ON AUDIO SPEECH AND LANGUAGE PROCESSING, 2016, 24 (12) : 2263 - 2276

[3] Speaker adaptive training of deep neural network acoustic models using i-vectors[J] . Yajie Miao,Hao Zhang,Florian Metze.IEEE/ACM Transactions on Audio, Speech and Langua . 2015 (11)

[4] Deep Convolutional Neural Networks for Large-scale Speech Tasks[J] . Tara N. Sainath,Brian Kingsbury,George Saon,Hagen Soltau,Abdel-rahman Mohamed,George Dahl,Bhuvana Ramabhadran.Neural Networks . 2015

[5] Fast Adaptation of Deep Neural Network Based on Discriminant Codes for Speech Recognition [J]. IEEE-ACM TRANSACTIONS ON AUDIO SPEECH AND LANGUAGE PROCESSING, 2014, 22 (12) : 1713 - 1725

[6] A fast learning algorithm for deep belief nets [J]. NEURAL COMPUTATION, 2006, 18 (07) : 1527 - 1554

[7] Linear hidden transformations for adaptation of hybrid ANN/HMM models[J] . Roberto Gemello,Franco Mana,Stefano Scanzio,Pietro Laface,Renato De Mori.Speech Communication . 2006 (10)

[8] Long short-term memory [J]. NEURAL COMPUTATION, 1997, 9 (08) : 1735 - 1780

[9] Improving deep neural networks for LVCSR using rectified linear units and dropout .2 Dahl G E,Sainath T N,Hinton G E. IEEE International Conference on Acoustics,Speech and Signal Processing . 2013

[10] Rapid adaptation for deep neural networks through multi-task learning .2 Z. Huang,J. Li,S. M. Siniscalchi,I.-F. Chen,J. Wu,C.-H. Lee. INTERSPEECH . 2015